Novel Mathematics Inspired by Industrial Challenges

Novel Mathematics Inspired by Industrial Challenges

Schilders, Wil; Guenther, Michael

Springer Nature Switzerland AG

03/2022

337

Dura

Inglês

9783030961725

15 a 20 dias

705

Descrição não disponível.
Part I: Computational Science and Engineering.- Multirate Schemes - An Answer of Numerical Analysis to a Demand from Applications.- Electronic Circuit Simulation and the Development of New Krylov-Subspace Methods.- Modular time integration of coupled problems in system dynamics.- Differential-Algebraic Equations and Beyond: From Smooth to Nonsmooth Constrained Dynamical Systems.- Fast Numerical Methods to Compute Periodic Solutions of Electromagnetic Models.- Challenges in the Simulation of Radio Frequency Circuits.- An integrated data-driven computational pipeline with model order reduction for industrial and applied mathematics.- From rotating fluid masses and Ziegler's paradox to Pontryagin- and Krein spaces and bifurcation theory.- Part II: Data Analysis and finance.- Topological Data Analysis.- Prediction Models with Functional Data for Variables related with Energy Production.- Quantization Methods for Stochastic Differential Equations.
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applied mathematics;industrial mathematics;industrial problems;application driven research;computational science and engineering;data analysis and finance;topological data analysis;TDA;prediction models;quantization methods;complex data;discrete mathematics;numerical analysis;machine learning;persistent homology;functional data analysis;stochastic differential equations